Title:
METHOD AND SYSTEM FOR PREDICTING RAW/SUBSIDIARY MATERIAL SUPPLY NETWORK
Document Type and Number:
WIPO Patent Application WO/2024/058509
Kind Code:
A1
Abstract:
A method for predicting a raw/subsidiary material supply network and a system to which the method is applied are provided. The method for predicting a raw/subsidiary material supply network according to an embodiment of the present disclosure may comprise the steps of: obtaining variable data of a target country; generating a Strong signal by using the variable data of the target country; generating a Weak signal by a machine learning algorithm trained using the variable data of the target country and the Strong signal; extracting a keyword from a document issued on a signal date on which each of the Strong signal and the Weak signal has occurred, and associating each of the Strong signal and the Weak signal with the keyword; and extracting a keyword from a document issued on a target date and outputting the risk of an item pre-associated with a first signal associated with the keyword.
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Inventors:
PARK KANG HEE (KR)
KWON LEE NAM (KR)
CHUN HONG WOO (KR)
LEE JAE MIN (KR)
KWON LEE NAM (KR)
CHUN HONG WOO (KR)
LEE JAE MIN (KR)
Application Number:
PCT/KR2023/013563
Publication Date:
March 21, 2024
Filing Date:
September 11, 2023
Export Citation:
Assignee:
KOREA INST SCI & TECH INF (KR)
International Classes:
G06Q50/26; G06F16/907; G06F16/951; G06F17/18; G06Q10/04; G06Q10/06; G06Q30/02; G06Q50/10
Foreign References:
| US20200265357A1 | 2020-08-20 | |||
| KR102105744B1 | 2020-05-29 | |||
| KR102146546B1 | 2020-08-21 |
Other References:
KWON LEE-NAM, PARK JUN-HWAN, MOON YEONG-HO, LEE BANGRAE, SHIN YOUNGHO, KIM YOUNG-KUK: "Weak signal detecting of industry convergence using information of products and services of global listed companies - focusing on growth engine industry in South Korea –", JOURNAL OF OPEN INNOVATION: TECHNOLOGY, MARKET, AND COMPLEXITY, vol. 4, no. 1, 1 March 2018 (2018-03-01), pages 1 - 19, XP093146504, ISSN: 2199-8531, DOI: 10.1186/s40852-018-0083-6
GUTSCHE TIM: "Faculty of Behavioral Management and Social Sciences Automatic Weak Signal Detection and Forecasting", THESIS, UNIVERSITY OF TWENTE, FACULTY OF BEHAVIORAL MANAGEMENT AND SOCIAL SCIENCES. BERLIN, 24 August 2018 (2018-08-24), University of Twente, Faculty of Behavioral Management and Social Sciences. Berlin, XP093146506, Retrieved from the Internet [retrieved on 20240328]
JANGHYEOK YOON;: "Detecting weak signals for long-term business opportunities using text mining of Web news", EXPERT SYSTEMS WITH APPLICATIONS, ELSEVIER, AMSTERDAM, NL, vol. 39, no. 16, 3 May 2012 (2012-05-03), AMSTERDAM, NL, pages 12543 - 12550, XP028451676, ISSN: 0957-4174, DOI: 10.1016/j.eswa.2012.04.059
GUTSCHE TIM: "Faculty of Behavioral Management and Social Sciences Automatic Weak Signal Detection and Forecasting", THESIS, UNIVERSITY OF TWENTE, FACULTY OF BEHAVIORAL MANAGEMENT AND SOCIAL SCIENCES. BERLIN, 24 August 2018 (2018-08-24), University of Twente, Faculty of Behavioral Management and Social Sciences. Berlin, XP093146506, Retrieved from the Internet
JANGHYEOK YOON;: "Detecting weak signals for long-term business opportunities using text mining of Web news", EXPERT SYSTEMS WITH APPLICATIONS, ELSEVIER, AMSTERDAM, NL, vol. 39, no. 16, 3 May 2012 (2012-05-03), AMSTERDAM, NL, pages 12543 - 12550, XP028451676, ISSN: 0957-4174, DOI: 10.1016/j.eswa.2012.04.059
Attorney, Agent or Firm:
KASAN IP & LAW FIRM (KR)
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